{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "b90451a3",
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib as mpl\n",
    "import matplotlib.pyplot as plt\n",
    "from tqdm.notebook import tqdm\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "import os\n",
    "from itertools import product\n",
    "from itertools import accumulate\n",
    "\n",
    "plt.rcParams['font.sans-serif'] = ['SimHei'] \n",
    "plt.rcParams['axes.unicode_minus'] = False\n",
    "\n",
    "from itertools import accumulate\n",
    "def BARSLAST(series_1):\n",
    "    return pd.Series(np.array(list(accumulate(~series_1, lambda x, y: (x + y) * y))), index=series_1.index)\n",
    "    \n",
    "def cal年化收益率(dd):\n",
    "    return (250**1)*dd.mean()\n",
    "\n",
    "def cal夏普比率(dd):\n",
    "    return (250**0.5)*dd.mean()/dd.std()\n",
    " \n",
    "def cal收益平均回撤(dd):\n",
    "    return (250*dd.mean())/((dd.cumsum().cummax() - dd.cumsum()).sum()/len(dd))\n",
    "\n",
    "def cal最大回撤(dd):\n",
    "    return (dd.cumsum().cummax() - dd.cumsum()).max()\n",
    "\n",
    "def cal收益最大回撤(dd):\n",
    "    return (250*dd.mean())/(dd.cumsum().cummax() - dd.cumsum()).max()\n",
    "\n",
    "def cal周度胜率(dd):\n",
    "    return (dd.resample('W').sum() > 0).sum()/(dd.resample('W').sum() != 0).sum()\n",
    "\n",
    "def cal周度盈亏比(dd):\n",
    "    pp = dd.resample('W').sum()\n",
    "    平均盈利 = (pp*(pp>0)).sum()/(pp>0).sum()\n",
    "    平均亏损 = (pp*(pp<0)).sum()/(pp<0).sum()\n",
    "    return -平均盈利/平均亏损\n",
    "\n",
    "def cal最大下潜期(dd):\n",
    "    return BARSLAST(dd.cumsum() / dd.cumsum().cummax() == 1).max()\n",
    "    \n",
    "def cal最大下潜期结束时间(dd):\n",
    "    return str(dd.index[BARSLAST(dd.cumsum() / dd.cumsum().cummax() == 1).argmax()]).split()[0]\n",
    "\n",
    "def cal当前回撤(dd):\n",
    "    return (dd.cumsum().cummax() - dd.cumsum())[-1]\n",
    "\n",
    "def cal当前下潜期(dd):\n",
    "    return BARSLAST(dd.cumsum() / dd.cumsum().cummax() == 1)[-1]\n",
    "\n",
    "def calcal(dd):\n",
    "    return cal夏普比率(dd)*cal收益平均回撤(dd)*cal收益最大回撤(dd)*cal周度胜率(dd)*cal周度盈亏比(dd)\n",
    "\n",
    "def get_回撤s(dd):\n",
    "    下潜期 = BARSLAST(dd.cumsum() / dd.cumsum().cummax() == 1)\n",
    "    下潜期记录 = []\n",
    "    s = None\n",
    "    for i in range(1,len(下潜期)):\n",
    "        if 下潜期[i] == 1 and 下潜期[i-1] == 0:\n",
    "            s = i - 1\n",
    "        if s:\n",
    "            if 下潜期[i] == 0:\n",
    "                e = i\n",
    "                下潜期记录.append([s,e])\n",
    "                s = None\n",
    "\n",
    "    回撤s = [(dd[下潜期记录[i][0]:下潜期记录[i][1]].cumsum().cummax() - dd[下潜期记录[i][0]:下潜期记录[i][1]].cumsum()).max() \n",
    "     for i in range(len(下潜期记录))]\n",
    "    return sorted(回撤s,reverse=True)\n",
    "\n",
    "def get_下潜期s(dd):\n",
    "    下潜期 = BARSLAST(dd.cumsum() / dd.cumsum().cummax() == 1)\n",
    "    下潜期记录 = []\n",
    "    s = None\n",
    "    for i in range(1,len(下潜期)):\n",
    "        if 下潜期[i] == 1 and 下潜期[i-1] == 0:\n",
    "            s = i - 1\n",
    "        if s:\n",
    "            if 下潜期[i] == 0:\n",
    "                e = i\n",
    "                下潜期记录.append([s,e])\n",
    "                s = None\n",
    "    下潜期记录 = np.array(下潜期记录)\n",
    "    return sorted(下潜期记录[:,1] - 下潜期记录[:,0],reverse=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "a8b1e478",
   "metadata": {},
   "outputs": [],
   "source": [
    "df = pd.read_csv('因子收益率.csv',index_col=0,parse_dates=True)\n",
    "df = df['2014-01-01':'2024-08-31']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "d8eb5542",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "faaafd0d",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 80,
   "id": "8e3ed212",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Axes: >"
      ]
     },
     "execution_count": 80,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1400x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "df[['国债']]['2024-01-01':].cumsum().plot(figsize=(14,6),grid=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "id": "8921bcc2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Axes: >"
      ]
     },
     "execution_count": 65,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1400x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "the_date = '2022-01-01'\n",
    "df[['展期','单品种展期率']][the_date:].cumsum().plot(figsize=(14,6),grid=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 84,
   "id": "5bacd6a5",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Axes: >"
      ]
     },
     "execution_count": 84,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1400x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "df['黑色展期']['2024-01-01':].cumsum().plot(figsize=(14,6),grid=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b1884707",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b0110f3a",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "6f445059",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "1e436ffd",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Axes: >"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1400x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "the_date = '2014-01-01'\n",
    "df[['展期','反转']][the_date:].cumsum().plot(figsize=(14,6),grid=True)\n",
    "df['国债'][the_date:].cumsum().plot(figsize=(14,6),grid=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "fc346bf6",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "6108c9be",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>展期</th>\n",
       "      <th>动量</th>\n",
       "      <th>反转</th>\n",
       "      <th>国债</th>\n",
       "      <th>股指日度</th>\n",
       "      <th>股指月度</th>\n",
       "      <th>黑色展期</th>\n",
       "      <th>正套</th>\n",
       "      <th>反套</th>\n",
       "      <th>平均组合</th>\n",
       "      <th>加权组合</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2014-01-02</th>\n",
       "      <td>-0.000648</td>\n",
       "      <td>0.008124</td>\n",
       "      <td>0.003591</td>\n",
       "      <td>-0.004924</td>\n",
       "      <td>0.012836</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.001876</td>\n",
       "      <td>-0.000730</td>\n",
       "      <td>-0.001848</td>\n",
       "      <td>0.002008</td>\n",
       "      <td>-0.000187</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2014-01-03</th>\n",
       "      <td>0.007577</td>\n",
       "      <td>0.000831</td>\n",
       "      <td>0.004980</td>\n",
       "      <td>-0.000482</td>\n",
       "      <td>0.022762</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.012928</td>\n",
       "      <td>0.001432</td>\n",
       "      <td>0.002407</td>\n",
       "      <td>0.006175</td>\n",
       "      <td>0.003164</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2014-01-06</th>\n",
       "      <td>0.002745</td>\n",
       "      <td>0.004009</td>\n",
       "      <td>-0.000841</td>\n",
       "      <td>-0.000942</td>\n",
       "      <td>0.000284</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.006013</td>\n",
       "      <td>0.004495</td>\n",
       "      <td>-0.001289</td>\n",
       "      <td>0.001679</td>\n",
       "      <td>0.000646</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2014-01-07</th>\n",
       "      <td>-0.000962</td>\n",
       "      <td>-0.000803</td>\n",
       "      <td>0.001057</td>\n",
       "      <td>0.002412</td>\n",
       "      <td>0.001147</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.000810</td>\n",
       "      <td>0.001224</td>\n",
       "      <td>0.003697</td>\n",
       "      <td>0.001113</td>\n",
       "      <td>0.001433</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2014-01-08</th>\n",
       "      <td>0.002431</td>\n",
       "      <td>-0.002124</td>\n",
       "      <td>-0.000924</td>\n",
       "      <td>0.002800</td>\n",
       "      <td>-0.008783</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.002258</td>\n",
       "      <td>0.000466</td>\n",
       "      <td>-0.001499</td>\n",
       "      <td>-0.000558</td>\n",
       "      <td>0.000349</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-08-26</th>\n",
       "      <td>-0.000151</td>\n",
       "      <td>0.001442</td>\n",
       "      <td>0.005051</td>\n",
       "      <td>0.000308</td>\n",
       "      <td>0.005082</td>\n",
       "      <td>0.000487</td>\n",
       "      <td>-0.028367</td>\n",
       "      <td>0.004455</td>\n",
       "      <td>-0.002085</td>\n",
       "      <td>-0.001354</td>\n",
       "      <td>0.000208</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-08-27</th>\n",
       "      <td>-0.001451</td>\n",
       "      <td>-0.000896</td>\n",
       "      <td>0.001273</td>\n",
       "      <td>-0.001414</td>\n",
       "      <td>0.005699</td>\n",
       "      <td>-0.002585</td>\n",
       "      <td>-0.005155</td>\n",
       "      <td>0.001349</td>\n",
       "      <td>-0.000525</td>\n",
       "      <td>-0.000432</td>\n",
       "      <td>-0.000614</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-08-28</th>\n",
       "      <td>-0.002489</td>\n",
       "      <td>0.000860</td>\n",
       "      <td>-0.001377</td>\n",
       "      <td>0.001099</td>\n",
       "      <td>0.002682</td>\n",
       "      <td>0.000805</td>\n",
       "      <td>-0.000379</td>\n",
       "      <td>-0.000742</td>\n",
       "      <td>0.000294</td>\n",
       "      <td>0.000091</td>\n",
       "      <td>0.000156</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-08-29</th>\n",
       "      <td>-0.001635</td>\n",
       "      <td>0.001563</td>\n",
       "      <td>-0.000824</td>\n",
       "      <td>-0.000557</td>\n",
       "      <td>0.012748</td>\n",
       "      <td>0.002360</td>\n",
       "      <td>-0.001523</td>\n",
       "      <td>0.001566</td>\n",
       "      <td>-0.000556</td>\n",
       "      <td>0.001358</td>\n",
       "      <td>0.000452</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-08-30</th>\n",
       "      <td>0.000805</td>\n",
       "      <td>-0.002682</td>\n",
       "      <td>0.000061</td>\n",
       "      <td>-0.000242</td>\n",
       "      <td>-0.016987</td>\n",
       "      <td>0.002367</td>\n",
       "      <td>0.004020</td>\n",
       "      <td>0.002052</td>\n",
       "      <td>-0.000370</td>\n",
       "      <td>-0.001141</td>\n",
       "      <td>-0.000443</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>2596 rows × 11 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                  展期        动量        反转        国债      股指日度      股指月度  \\\n",
       "2014-01-02 -0.000648  0.008124  0.003591 -0.004924  0.012836       NaN   \n",
       "2014-01-03  0.007577  0.000831  0.004980 -0.000482  0.022762       NaN   \n",
       "2014-01-06  0.002745  0.004009 -0.000841 -0.000942  0.000284       NaN   \n",
       "2014-01-07 -0.000962 -0.000803  0.001057  0.002412  0.001147       NaN   \n",
       "2014-01-08  0.002431 -0.002124 -0.000924  0.002800 -0.008783       NaN   \n",
       "...              ...       ...       ...       ...       ...       ...   \n",
       "2024-08-26 -0.000151  0.001442  0.005051  0.000308  0.005082  0.000487   \n",
       "2024-08-27 -0.001451 -0.000896  0.001273 -0.001414  0.005699 -0.002585   \n",
       "2024-08-28 -0.002489  0.000860 -0.001377  0.001099  0.002682  0.000805   \n",
       "2024-08-29 -0.001635  0.001563 -0.000824 -0.000557  0.012748  0.002360   \n",
       "2024-08-30  0.000805 -0.002682  0.000061 -0.000242 -0.016987  0.002367   \n",
       "\n",
       "                黑色展期        正套        反套      平均组合      加权组合  \n",
       "2014-01-02  0.001876 -0.000730 -0.001848  0.002008 -0.000187  \n",
       "2014-01-03  0.012928  0.001432  0.002407  0.006175  0.003164  \n",
       "2014-01-06  0.006013  0.004495 -0.001289  0.001679  0.000646  \n",
       "2014-01-07  0.000810  0.001224  0.003697  0.001113  0.001433  \n",
       "2014-01-08  0.002258  0.000466 -0.001499 -0.000558  0.000349  \n",
       "...              ...       ...       ...       ...       ...  \n",
       "2024-08-26 -0.028367  0.004455 -0.002085 -0.001354  0.000208  \n",
       "2024-08-27 -0.005155  0.001349 -0.000525 -0.000432 -0.000614  \n",
       "2024-08-28 -0.000379 -0.000742  0.000294  0.000091  0.000156  \n",
       "2024-08-29 -0.001523  0.001566 -0.000556  0.001358  0.000452  \n",
       "2024-08-30  0.004020  0.002052 -0.000370 -0.001141 -0.000443  \n",
       "\n",
       "[2596 rows x 11 columns]"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "6e6d65e7",
   "metadata": {},
   "outputs": [],
   "source": [
    "folder = '0901'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "83696b77",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1400x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "the_date = '2024-01-01'\n",
    "df['展期'][the_date:].cumsum().plot(figsize=(14,6),grid=True)\n",
    "df['动量'][the_date:].cumsum().plot(figsize=(14,6),grid=True)\n",
    "df['反转'][the_date:].cumsum().plot(figsize=(14,6),grid=True)\n",
    "df['国债'][the_date:].cumsum().plot(figsize=(14,6),grid=True)\n",
    "df['股指日度'][the_date:].cumsum().plot(figsize=(14,6),grid=True)\n",
    "df['股指月度'][the_date:].cumsum().plot(figsize=(14,6),grid=True)\n",
    "df['正套'][the_date:].cumsum().plot(figsize=(14,6),grid=True)\n",
    "df['反套'][the_date:].cumsum().plot(figsize=(14,6),grid=True)\n",
    "df['黑色展期'][the_date:].cumsum().plot(figsize=(14,6),grid=True)\n",
    "plt.legend(['展期','动量','反转','国债','股指日度','股指月度','正套','反套','黑色展期'])\n",
    "plt.savefig(f'{folder}/各因子24年以来.png')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "55d9a3b0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1400x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "the_date = '2014-01-01'\n",
    "df['加权组合'][the_date:].cumsum().plot(figsize=(14,6),grid=True)\n",
    "plt.savefig(f'{folder}/组合14年以来.png')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "950e9148",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>展期</th>\n",
       "      <th>动量</th>\n",
       "      <th>反转</th>\n",
       "      <th>国债</th>\n",
       "      <th>股指日度</th>\n",
       "      <th>股指月度</th>\n",
       "      <th>正套</th>\n",
       "      <th>反套</th>\n",
       "      <th>组合</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2014-01-02</th>\n",
       "      <td>-0.000648</td>\n",
       "      <td>0.008124</td>\n",
       "      <td>0.003591</td>\n",
       "      <td>-0.004924</td>\n",
       "      <td>0.012836</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-0.000730</td>\n",
       "      <td>-0.001848</td>\n",
       "      <td>-0.000577</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2014-01-03</th>\n",
       "      <td>0.007577</td>\n",
       "      <td>0.000831</td>\n",
       "      <td>0.004980</td>\n",
       "      <td>-0.000482</td>\n",
       "      <td>0.022762</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.001432</td>\n",
       "      <td>0.002407</td>\n",
       "      <td>0.002481</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2014-01-06</th>\n",
       "      <td>0.002745</td>\n",
       "      <td>0.004009</td>\n",
       "      <td>-0.000841</td>\n",
       "      <td>-0.000942</td>\n",
       "      <td>0.000284</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.004495</td>\n",
       "      <td>-0.001289</td>\n",
       "      <td>0.000368</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2014-01-07</th>\n",
       "      <td>-0.000962</td>\n",
       "      <td>-0.000803</td>\n",
       "      <td>0.001057</td>\n",
       "      <td>0.002412</td>\n",
       "      <td>0.001147</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.001224</td>\n",
       "      <td>0.003697</td>\n",
       "      <td>0.001499</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2014-01-08</th>\n",
       "      <td>0.002431</td>\n",
       "      <td>-0.002124</td>\n",
       "      <td>-0.000924</td>\n",
       "      <td>0.002800</td>\n",
       "      <td>-0.008783</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.000466</td>\n",
       "      <td>-0.001499</td>\n",
       "      <td>0.000444</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-07-25</th>\n",
       "      <td>-0.001559</td>\n",
       "      <td>-0.006856</td>\n",
       "      <td>0.003479</td>\n",
       "      <td>-0.000284</td>\n",
       "      <td>-0.003548</td>\n",
       "      <td>-0.002750</td>\n",
       "      <td>-0.000899</td>\n",
       "      <td>0.000230</td>\n",
       "      <td>-0.000760</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-07-26</th>\n",
       "      <td>0.004355</td>\n",
       "      <td>-0.005131</td>\n",
       "      <td>0.002309</td>\n",
       "      <td>0.000627</td>\n",
       "      <td>0.005441</td>\n",
       "      <td>-0.006397</td>\n",
       "      <td>0.000143</td>\n",
       "      <td>0.000465</td>\n",
       "      <td>0.000218</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-07-29</th>\n",
       "      <td>0.001733</td>\n",
       "      <td>0.006228</td>\n",
       "      <td>-0.000696</td>\n",
       "      <td>0.000101</td>\n",
       "      <td>-0.006899</td>\n",
       "      <td>0.000948</td>\n",
       "      <td>-0.000571</td>\n",
       "      <td>0.000754</td>\n",
       "      <td>0.000509</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-07-30</th>\n",
       "      <td>0.001422</td>\n",
       "      <td>0.002318</td>\n",
       "      <td>-0.000582</td>\n",
       "      <td>0.000173</td>\n",
       "      <td>-0.022177</td>\n",
       "      <td>-0.002657</td>\n",
       "      <td>0.000442</td>\n",
       "      <td>0.000412</td>\n",
       "      <td>-0.000582</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-07-31</th>\n",
       "      <td>-0.000613</td>\n",
       "      <td>0.002853</td>\n",
       "      <td>-0.002317</td>\n",
       "      <td>0.000844</td>\n",
       "      <td>-0.007229</td>\n",
       "      <td>-0.010619</td>\n",
       "      <td>-0.001084</td>\n",
       "      <td>-0.000394</td>\n",
       "      <td>-0.001150</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>2574 rows × 9 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                  展期        动量        反转        国债      股指日度      股指月度  \\\n",
       "2014-01-02 -0.000648  0.008124  0.003591 -0.004924  0.012836       NaN   \n",
       "2014-01-03  0.007577  0.000831  0.004980 -0.000482  0.022762       NaN   \n",
       "2014-01-06  0.002745  0.004009 -0.000841 -0.000942  0.000284       NaN   \n",
       "2014-01-07 -0.000962 -0.000803  0.001057  0.002412  0.001147       NaN   \n",
       "2014-01-08  0.002431 -0.002124 -0.000924  0.002800 -0.008783       NaN   \n",
       "...              ...       ...       ...       ...       ...       ...   \n",
       "2024-07-25 -0.001559 -0.006856  0.003479 -0.000284 -0.003548 -0.002750   \n",
       "2024-07-26  0.004355 -0.005131  0.002309  0.000627  0.005441 -0.006397   \n",
       "2024-07-29  0.001733  0.006228 -0.000696  0.000101 -0.006899  0.000948   \n",
       "2024-07-30  0.001422  0.002318 -0.000582  0.000173 -0.022177 -0.002657   \n",
       "2024-07-31 -0.000613  0.002853 -0.002317  0.000844 -0.007229 -0.010619   \n",
       "\n",
       "                  正套        反套        组合  \n",
       "2014-01-02 -0.000730 -0.001848 -0.000577  \n",
       "2014-01-03  0.001432  0.002407  0.002481  \n",
       "2014-01-06  0.004495 -0.001289  0.000368  \n",
       "2014-01-07  0.001224  0.003697  0.001499  \n",
       "2014-01-08  0.000466 -0.001499  0.000444  \n",
       "...              ...       ...       ...  \n",
       "2024-07-25 -0.000899  0.000230 -0.000760  \n",
       "2024-07-26  0.000143  0.000465  0.000218  \n",
       "2024-07-29 -0.000571  0.000754  0.000509  \n",
       "2024-07-30  0.000442  0.000412 -0.000582  \n",
       "2024-07-31 -0.001084 -0.000394 -0.001150  \n",
       "\n",
       "[2574 rows x 9 columns]"
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "98905282",
   "metadata": {},
   "outputs": [],
   "source": [
    "df = pd.read_csv('因子收益率.csv',index_col=0,parse_dates=True)\n",
    "\n",
    "df = df['2021-01-01':'2024-08-31']\n",
    "cols = df.columns\n",
    "ddd = pd.concat([\n",
    "    cal年化收益率(df[cols]),\n",
    "    cal夏普比率(df[cols]),\n",
    "    cal收益平均回撤(df[cols]),\n",
    "    cal收益最大回撤(df[cols]),\n",
    "    cal最大回撤(df[cols]),\n",
    "    pd.Series([get_回撤s(df[col])[1] for col in cols],index=cols),\n",
    "    pd.Series([get_回撤s(df[col])[2] for col in cols],index=cols),\n",
    "    cal周度胜率(df[cols]),\n",
    "    cal周度盈亏比(df[cols]),\n",
    "    pd.Series([cal最大下潜期(df[col]) for col in cols],index=cols),\n",
    "    pd.Series([get_下潜期s(df[col])[1] for col in cols],index=cols),\n",
    "    pd.Series([get_下潜期s(df[col])[2] for col in cols],index=cols),\n",
    "    pd.Series([cal最大下潜期结束时间(df[col]) for col in cols],index=cols),\n",
    "    pd.Series([cal当前回撤(df[col]) for col in cols],index=cols),\n",
    "    pd.Series([cal当前下潜期(df[col]) for col in cols],index=cols),\n",
    "],axis=1)\n",
    "ddd.columns = ['年化收益率','夏普','收益/平均回撤','收益/最大回撤','最大回撤','第2大回撤','第3大回撤',\n",
    "               '周度胜率','周度盈亏比','最大下潜期','第2大下潜期','第3大下潜期','最大下潜期结束时间','当前回撤','当前下潜期']\n",
    "ddd['当前回撤/最大回撤'] = ddd['当前回撤']/ddd['最大回撤']\n",
    "ddd['当前回撤/第2大回撤'] = ddd['当前回撤']/ddd['第2大回撤']\n",
    "ddd['当前回撤/第3大回撤'] = ddd['当前回撤']/ddd['第3大回撤']\n",
    "ddd['当前下潜期/最大下潜期'] = ddd['当前下潜期']/ddd['最大下潜期']\n",
    "ddd['当前下潜期/第2大下潜期'] = ddd['当前下潜期']/ddd['第2大下潜期']\n",
    "ddd['当前下潜期/第3大下潜期'] = ddd['当前下潜期']/ddd['第3大下潜期']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "17d1a1c0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "年化收益率             0.022868\n",
       "夏普                1.370914\n",
       "收益/平均回撤            7.83029\n",
       "收益/最大回撤           2.064434\n",
       "最大回撤              0.011077\n",
       "第2大回撤             0.010932\n",
       "第3大回撤             0.010417\n",
       "周度胜率              0.596774\n",
       "周度盈亏比             1.150509\n",
       "最大下潜期                  119\n",
       "第2大下潜期                  86\n",
       "第3大下潜期                  85\n",
       "最大下潜期结束时间       2022-07-25\n",
       "当前回撤              0.003631\n",
       "当前下潜期                   19\n",
       "当前回撤/最大回撤         0.327757\n",
       "当前回撤/第2大回撤        0.332112\n",
       "当前回撤/第3大回撤        0.348526\n",
       "当前下潜期/最大下潜期       0.159664\n",
       "当前下潜期/第2大下潜期       0.22093\n",
       "当前下潜期/第3大下潜期      0.223529\n",
       "Name: 国债, dtype: object"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ddd.loc['国债']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "05748184",
   "metadata": {},
   "outputs": [
    {
     "ename": "Exception",
     "evalue": "抱歉，您每小时最多访问该接口1次，权限的具体详情访问：https://tushare.pro/document/1?doc_id=108。",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mException\u001b[0m                                 Traceback (most recent call last)",
      "Cell \u001b[1;32mIn[14], line 3\u001b[0m\n\u001b[0;32m      1\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mfuncs\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n\u001b[1;32m----> 3\u001b[0m dd \u001b[38;5;241m=\u001b[39m \u001b[43mpro\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mus_daily_adj\u001b[49m\u001b[43m(\u001b[49m\u001b[43mts_code\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mAAPL\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[0;32m      4\u001b[0m dd\n",
      "File \u001b[1;32m~\\AppData\\Roaming\\Python\\Python310\\site-packages\\tushare\\pro\\client.py:45\u001b[0m, in \u001b[0;36mDataApi.query\u001b[1;34m(self, api_name, fields, **kwargs)\u001b[0m\n\u001b[0;32m     43\u001b[0m result \u001b[38;5;241m=\u001b[39m json\u001b[38;5;241m.\u001b[39mloads(res\u001b[38;5;241m.\u001b[39mtext)\n\u001b[0;32m     44\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m result[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mcode\u001b[39m\u001b[38;5;124m'\u001b[39m] \u001b[38;5;241m!=\u001b[39m \u001b[38;5;241m0\u001b[39m:\n\u001b[1;32m---> 45\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mException\u001b[39;00m(result[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mmsg\u001b[39m\u001b[38;5;124m'\u001b[39m])\n\u001b[0;32m     46\u001b[0m data \u001b[38;5;241m=\u001b[39m result[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mdata\u001b[39m\u001b[38;5;124m'\u001b[39m]\n\u001b[0;32m     47\u001b[0m columns \u001b[38;5;241m=\u001b[39m data[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mfields\u001b[39m\u001b[38;5;124m'\u001b[39m]\n",
      "\u001b[1;31mException\u001b[0m: 抱歉，您每小时最多访问该接口1次，权限的具体详情访问：https://tushare.pro/document/1?doc_id=108。"
     ]
    }
   ],
   "source": [
    "from funcs import *\n",
    "\n",
    "dd = pro.us_daily_adj(ts_code='AAPL')\n",
    "dd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "a211752d",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "d3398f74",
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "ddd.to_csv(f'{folder}/24年以来各因子指标.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "8869aa08",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "2fae5e8a",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "5479b56e",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "id": "250db8e3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1400x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "df = pd.read_csv('反套因子.csv',index_col=0,parse_dates=True)\n",
    "df = df['2014-01-01':'2024-08-31']\n",
    "df.cumsum().plot(figsize=(14,6),grid=True,legend=True)\n",
    "plt.savefig(f'{folder}/反套因子小因子走势图.png')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "id": "ddf2dbe8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>跳开0季度二月</th>\n",
       "      <th>展期率01变化偏度滚动126</th>\n",
       "      <th>收益率0双均线6月</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>t</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2014-01-02</th>\n",
       "      <td>-0.002896</td>\n",
       "      <td>-0.001959</td>\n",
       "      <td>-0.000689</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2014-01-03</th>\n",
       "      <td>0.001758</td>\n",
       "      <td>0.002085</td>\n",
       "      <td>0.003379</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2014-01-06</th>\n",
       "      <td>-0.000878</td>\n",
       "      <td>-0.000520</td>\n",
       "      <td>-0.002468</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2014-01-07</th>\n",
       "      <td>0.002993</td>\n",
       "      <td>0.003359</td>\n",
       "      <td>0.004740</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2014-01-08</th>\n",
       "      <td>0.000564</td>\n",
       "      <td>0.000179</td>\n",
       "      <td>-0.005239</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-08-26</th>\n",
       "      <td>-0.002490</td>\n",
       "      <td>0.000940</td>\n",
       "      <td>-0.004706</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-08-27</th>\n",
       "      <td>-0.001222</td>\n",
       "      <td>0.000719</td>\n",
       "      <td>-0.001071</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-08-28</th>\n",
       "      <td>-0.000363</td>\n",
       "      <td>-0.000392</td>\n",
       "      <td>0.001635</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-08-29</th>\n",
       "      <td>0.001021</td>\n",
       "      <td>-0.000061</td>\n",
       "      <td>-0.002627</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-08-30</th>\n",
       "      <td>0.001065</td>\n",
       "      <td>0.000068</td>\n",
       "      <td>-0.002244</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>2596 rows × 3 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "             跳开0季度二月  展期率01变化偏度滚动126  收益率0双均线6月\n",
       "t                                              \n",
       "2014-01-02 -0.002896       -0.001959  -0.000689\n",
       "2014-01-03  0.001758        0.002085   0.003379\n",
       "2014-01-06 -0.000878       -0.000520  -0.002468\n",
       "2014-01-07  0.002993        0.003359   0.004740\n",
       "2014-01-08  0.000564        0.000179  -0.005239\n",
       "...              ...             ...        ...\n",
       "2024-08-26 -0.002490        0.000940  -0.004706\n",
       "2024-08-27 -0.001222        0.000719  -0.001071\n",
       "2024-08-28 -0.000363       -0.000392   0.001635\n",
       "2024-08-29  0.001021       -0.000061  -0.002627\n",
       "2024-08-30  0.001065        0.000068  -0.002244\n",
       "\n",
       "[2596 rows x 3 columns]"
      ]
     },
     "execution_count": 58,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "7b821523",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "id": "bb981542",
   "metadata": {},
   "outputs": [],
   "source": [
    "cols = df.columns\n",
    "ddd = pd.concat([\n",
    "    cal年化收益率(df[cols]),\n",
    "    cal夏普比率(df[cols]),\n",
    "    cal收益平均回撤(df[cols]),\n",
    "    cal收益最大回撤(df[cols]),\n",
    "    cal最大回撤(df[cols]),\n",
    "    pd.Series([get_回撤s(df[col])[1] for col in cols],index=cols),\n",
    "    pd.Series([get_回撤s(df[col])[2] for col in cols],index=cols),\n",
    "    cal周度胜率(df[cols]),\n",
    "    cal周度盈亏比(df[cols]),\n",
    "    pd.Series([cal最大下潜期(df[col]) for col in cols],index=cols),\n",
    "    pd.Series([get_下潜期s(df[col])[1] for col in cols],index=cols),\n",
    "    pd.Series([get_下潜期s(df[col])[2] for col in cols],index=cols),\n",
    "    pd.Series([cal最大下潜期结束时间(df[col]) for col in cols],index=cols),\n",
    "    pd.Series([cal当前回撤(df[col]) for col in cols],index=cols),\n",
    "    pd.Series([cal当前下潜期(df[col]) for col in cols],index=cols),\n",
    "],axis=1)\n",
    "ddd.columns = ['年化收益率','夏普','收益/平均回撤','收益/最大回撤','最大回撤','第2大回撤','第3大回撤',\n",
    "               '周度胜率','周度盈亏比','最大下潜期','第2大下潜期','第3大下潜期','最大下潜期结束时间','当前回撤','当前下潜期']\n",
    "ddd['当前回撤/最大回撤'] = ddd['当前回撤']/ddd['最大回撤']\n",
    "ddd['当前回撤/第2大回撤'] = ddd['当前回撤']/ddd['第2大回撤']\n",
    "ddd['当前回撤/第3大回撤'] = ddd['当前回撤']/ddd['第3大回撤']\n",
    "ddd['当前下潜期/最大下潜期'] = ddd['当前下潜期']/ddd['最大下潜期']\n",
    "ddd['当前下潜期/第2大下潜期'] = ddd['当前下潜期']/ddd['第2大下潜期']\n",
    "ddd['当前下潜期/第3大下潜期'] = ddd['当前下潜期']/ddd['第3大下潜期']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "id": "4ff13b68",
   "metadata": {},
   "outputs": [],
   "source": [
    "ddd.to_csv(f'{folder}/14年以来反套小因子指标.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "id": "e230f1ca",
   "metadata": {},
   "outputs": [
    {
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       "      <td>0.041610</td>\n",
       "      <td>0.031224</td>\n",
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       "      <td>936</td>\n",
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       "      <td>2018-04-18</td>\n",
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       "      <td>0.062187</td>\n",
       "      <td>0.075968</td>\n",
       "      <td>0.101238</td>\n",
       "      <td>0.025641</td>\n",
       "      <td>0.097166</td>\n",
       "      <td>0.100418</td>\n",
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       "      <td>0.387611</td>\n",
       "      <td>0.656898</td>\n",
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       "      <td>0.079718</td>\n",
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       "      <td>0.538462</td>\n",
       "      <td>1.005896</td>\n",
       "      <td>1000</td>\n",
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       "      <td>225</td>\n",
       "      <td>2021-02-24</td>\n",
       "      <td>0.000385</td>\n",
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       "      <td>0.014772</td>\n",
       "      <td>0.016006</td>\n",
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       "      <td>0.012987</td>\n",
       "      <td>0.013333</td>\n",
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       "    <tr>\n",
       "      <th>收益率0双均线6月</th>\n",
       "      <td>-0.002373</td>\n",
       "      <td>-0.065392</td>\n",
       "      <td>-0.037287</td>\n",
       "      <td>-0.017899</td>\n",
       "      <td>0.132582</td>\n",
       "      <td>0.005239</td>\n",
       "      <td>0.002468</td>\n",
       "      <td>0.507326</td>\n",
       "      <td>0.943206</td>\n",
       "      <td>2481</td>\n",
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       "      <td>2024-08-30</td>\n",
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       "      <td>0.255062</td>\n",
       "      <td>6.454203</td>\n",
       "      <td>13.702288</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>620.250000</td>\n",
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       "                   年化收益率        夏普   收益/平均回撤   收益/最大回撤      最大回撤     第2大回撤  \\\n",
       "跳开0季度二月         0.008648  0.269745  0.519784  0.170136  0.050831  0.041610   \n",
       "展期率01变化偏度滚动126  0.012307  0.387611  0.656898  0.154381  0.079718  0.026038   \n",
       "收益率0双均线6月      -0.002373 -0.065392 -0.037287 -0.017899  0.132582  0.005239   \n",
       "\n",
       "                   第3大回撤      周度胜率     周度盈亏比  最大下潜期  ...  第3大下潜期   最大下潜期结束时间  \\\n",
       "跳开0季度二月         0.031224  0.551282  0.913789    936  ...     239  2018-04-18   \n",
       "展期率01变化偏度滚动126  0.024030  0.538462  1.005896   1000  ...     225  2021-02-24   \n",
       "收益率0双均线6月       0.002468  0.507326  0.943206   2481  ...       2  2024-08-30   \n",
       "\n",
       "                    当前回撤  当前下潜期  当前回撤/最大回撤  当前回撤/第2大回撤  当前回撤/第3大回撤  \\\n",
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       "展期率01变化偏度滚动126  0.000385      3   0.004825    0.014772    0.016006   \n",
       "收益率0双均线6月       0.033817   2481   0.255062    6.454203   13.702288   \n",
       "\n",
       "                当前下潜期/最大下潜期  当前下潜期/第2大下潜期  当前下潜期/第3大下潜期  \n",
       "跳开0季度二月            0.025641      0.097166      0.100418  \n",
       "展期率01变化偏度滚动126     0.003000      0.012987      0.013333  \n",
       "收益率0双均线6月          1.000000    620.250000   1240.500000  \n",
       "\n",
       "[3 rows x 21 columns]"
      ]
     },
     "execution_count": 61,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ddd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "13213784",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "id": "53054d96",
   "metadata": {},
   "outputs": [
    {
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       "      <td>1.000000</td>\n",
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       "      <td>-0.019778</td>\n",
       "      <td>0.258508</td>\n",
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       "      <td>1.000000</td>\n",
       "      <td>0.095983</td>\n",
       "      <td>-0.000711</td>\n",
       "      <td>0.125512</td>\n",
       "      <td>0.151640</td>\n",
       "      <td>0.602346</td>\n",
       "      <td>0.535749</td>\n",
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       "    <tr>\n",
       "      <th>股指月度</th>\n",
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       "      <td>-0.127800</td>\n",
       "      <td>-0.007400</td>\n",
       "      <td>0.159871</td>\n",
       "      <td>0.095983</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>-0.049298</td>\n",
       "      <td>0.000568</td>\n",
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       "      <td>0.209161</td>\n",
       "      <td>0.278224</td>\n",
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       "      <th>黑色展期</th>\n",
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       "      <td>-0.258218</td>\n",
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       "      <td>0.593382</td>\n",
       "      <td>0.303083</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>正套</th>\n",
       "      <td>0.380146</td>\n",
       "      <td>0.233797</td>\n",
       "      <td>-0.138042</td>\n",
       "      <td>-0.000402</td>\n",
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       "      <td>0.209938</td>\n",
       "      <td>0.279900</td>\n",
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       "      <td>0.058012</td>\n",
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       "      <td>0.151640</td>\n",
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       "      <td>0.146197</td>\n",
       "      <td>0.315761</td>\n",
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       "      <td>0.259920</td>\n",
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       "      <td>1.000000</td>\n",
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       "            展期        动量        反转        国债      股指日度      股指月度      黑色展期  \\\n",
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       "动量    0.128698  1.000000 -0.116208  0.087434  0.082778 -0.127800 -0.044673   \n",
       "反转    0.012334 -0.116208  1.000000 -0.024882  0.045321 -0.007400  0.014112   \n",
       "国债    0.074354  0.087434 -0.024882  1.000000  0.013553  0.159871 -0.258218   \n",
       "股指日度  0.040839  0.082778  0.045321  0.013553  1.000000  0.095983 -0.000711   \n",
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       "黑色展期  0.106109 -0.044673  0.014112 -0.258218 -0.000711 -0.049298  1.000000   \n",
       "正套    0.380146  0.233797 -0.138042 -0.000402  0.125512  0.000568 -0.017964   \n",
       "反套    0.152838  0.058012  0.349196  0.109179  0.151640  0.033756 -0.150465   \n",
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       "\n",
       "            正套        反套      平均组合      加权组合  \n",
       "展期    0.380146  0.152838  0.315319  0.437613  \n",
       "动量    0.233797  0.058012  0.259920  0.363232  \n",
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       "股指月度  0.000568  0.033756  0.209161  0.278224  \n",
       "黑色展期 -0.017964 -0.150465  0.593382  0.303083  \n",
       "正套    1.000000  0.259558  0.209938  0.279900  \n",
       "反套    0.259558  1.000000  0.146197  0.315761  \n",
       "平均组合  0.209938  0.146197  1.000000  0.869188  \n",
       "加权组合  0.279900  0.315761  0.869188  1.000000  "
      ]
     },
     "execution_count": 62,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pd.read_csv('因子收益率.csv',index_col=0,parse_dates=True)\n",
    "df = df['2022-01-01':'2024-08-31']\n",
    "df.resample('W').sum().corr('spearman')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "id": "7e3abe1a",
   "metadata": {},
   "outputs": [],
   "source": [
    "df.resample('W').sum().corr('spearman').to_csv(f'{folder}/22年以来各策略周度相关性.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "id": "b7ff6963",
   "metadata": {},
   "outputs": [
    {
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       "      <th>动量</th>\n",
       "      <th>反转</th>\n",
       "      <th>国债</th>\n",
       "      <th>股指日度</th>\n",
       "      <th>股指月度</th>\n",
       "      <th>黑色展期</th>\n",
       "      <th>正套</th>\n",
       "      <th>反套</th>\n",
       "      <th>平均组合</th>\n",
       "      <th>加权组合</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2024-06-23</th>\n",
       "      <td>0.011888</td>\n",
       "      <td>0.003194</td>\n",
       "      <td>-0.007435</td>\n",
       "      <td>0.001011</td>\n",
       "      <td>0.005917</td>\n",
       "      <td>0.004268</td>\n",
       "      <td>0.017620</td>\n",
       "      <td>0.001391</td>\n",
       "      <td>-0.001083</td>\n",
       "      <td>0.003872</td>\n",
       "      <td>0.001982</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-06-30</th>\n",
       "      <td>0.001485</td>\n",
       "      <td>0.000294</td>\n",
       "      <td>0.005389</td>\n",
       "      <td>0.002505</td>\n",
       "      <td>0.000764</td>\n",
       "      <td>0.011013</td>\n",
       "      <td>0.001131</td>\n",
       "      <td>-0.002508</td>\n",
       "      <td>0.000177</td>\n",
       "      <td>0.002270</td>\n",
       "      <td>0.002450</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-07-07</th>\n",
       "      <td>0.004620</td>\n",
       "      <td>-0.000670</td>\n",
       "      <td>0.001042</td>\n",
       "      <td>-0.000987</td>\n",
       "      <td>0.005768</td>\n",
       "      <td>0.002261</td>\n",
       "      <td>-0.004437</td>\n",
       "      <td>0.002856</td>\n",
       "      <td>-0.000096</td>\n",
       "      <td>0.001108</td>\n",
       "      <td>0.000728</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-07-14</th>\n",
       "      <td>-0.002780</td>\n",
       "      <td>0.013022</td>\n",
       "      <td>0.002805</td>\n",
       "      <td>0.000617</td>\n",
       "      <td>0.022659</td>\n",
       "      <td>0.001328</td>\n",
       "      <td>0.020088</td>\n",
       "      <td>-0.001572</td>\n",
       "      <td>0.000122</td>\n",
       "      <td>0.005920</td>\n",
       "      <td>0.002962</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-07-21</th>\n",
       "      <td>-0.002640</td>\n",
       "      <td>-0.003184</td>\n",
       "      <td>0.000546</td>\n",
       "      <td>0.001368</td>\n",
       "      <td>0.010792</td>\n",
       "      <td>0.013567</td>\n",
       "      <td>0.013490</td>\n",
       "      <td>0.001129</td>\n",
       "      <td>0.001108</td>\n",
       "      <td>0.003850</td>\n",
       "      <td>0.002355</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-07-28</th>\n",
       "      <td>0.003140</td>\n",
       "      <td>-0.008449</td>\n",
       "      <td>0.002272</td>\n",
       "      <td>0.002868</td>\n",
       "      <td>0.023428</td>\n",
       "      <td>-0.002239</td>\n",
       "      <td>0.022127</td>\n",
       "      <td>-0.001362</td>\n",
       "      <td>0.000314</td>\n",
       "      <td>0.004429</td>\n",
       "      <td>0.002233</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-08-04</th>\n",
       "      <td>0.002957</td>\n",
       "      <td>0.009919</td>\n",
       "      <td>-0.003770</td>\n",
       "      <td>0.002289</td>\n",
       "      <td>-0.058641</td>\n",
       "      <td>-0.015532</td>\n",
       "      <td>0.007770</td>\n",
       "      <td>0.000463</td>\n",
       "      <td>0.000727</td>\n",
       "      <td>-0.005584</td>\n",
       "      <td>-0.002083</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-08-11</th>\n",
       "      <td>0.001503</td>\n",
       "      <td>0.002107</td>\n",
       "      <td>-0.002367</td>\n",
       "      <td>-0.002074</td>\n",
       "      <td>-0.005536</td>\n",
       "      <td>-0.001343</td>\n",
       "      <td>0.033316</td>\n",
       "      <td>0.000222</td>\n",
       "      <td>-0.000157</td>\n",
       "      <td>0.002579</td>\n",
       "      <td>0.000163</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-08-18</th>\n",
       "      <td>0.009749</td>\n",
       "      <td>0.004714</td>\n",
       "      <td>-0.005168</td>\n",
       "      <td>-0.001316</td>\n",
       "      <td>0.003510</td>\n",
       "      <td>-0.003679</td>\n",
       "      <td>0.046571</td>\n",
       "      <td>-0.000362</td>\n",
       "      <td>-0.000410</td>\n",
       "      <td>0.005511</td>\n",
       "      <td>0.001578</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-08-25</th>\n",
       "      <td>0.003457</td>\n",
       "      <td>0.015355</td>\n",
       "      <td>0.002238</td>\n",
       "      <td>0.001683</td>\n",
       "      <td>-0.014000</td>\n",
       "      <td>-0.004266</td>\n",
       "      <td>-0.006481</td>\n",
       "      <td>-0.000134</td>\n",
       "      <td>0.001526</td>\n",
       "      <td>0.000079</td>\n",
       "      <td>0.001387</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-09-01</th>\n",
       "      <td>-0.004921</td>\n",
       "      <td>0.000288</td>\n",
       "      <td>0.004184</td>\n",
       "      <td>-0.000807</td>\n",
       "      <td>0.009225</td>\n",
       "      <td>0.003435</td>\n",
       "      <td>-0.031405</td>\n",
       "      <td>0.008682</td>\n",
       "      <td>-0.003242</td>\n",
       "      <td>-0.001478</td>\n",
       "      <td>-0.000240</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                  展期        动量        反转        国债      股指日度      股指月度  \\\n",
       "2024-06-23  0.011888  0.003194 -0.007435  0.001011  0.005917  0.004268   \n",
       "2024-06-30  0.001485  0.000294  0.005389  0.002505  0.000764  0.011013   \n",
       "2024-07-07  0.004620 -0.000670  0.001042 -0.000987  0.005768  0.002261   \n",
       "2024-07-14 -0.002780  0.013022  0.002805  0.000617  0.022659  0.001328   \n",
       "2024-07-21 -0.002640 -0.003184  0.000546  0.001368  0.010792  0.013567   \n",
       "2024-07-28  0.003140 -0.008449  0.002272  0.002868  0.023428 -0.002239   \n",
       "2024-08-04  0.002957  0.009919 -0.003770  0.002289 -0.058641 -0.015532   \n",
       "2024-08-11  0.001503  0.002107 -0.002367 -0.002074 -0.005536 -0.001343   \n",
       "2024-08-18  0.009749  0.004714 -0.005168 -0.001316  0.003510 -0.003679   \n",
       "2024-08-25  0.003457  0.015355  0.002238  0.001683 -0.014000 -0.004266   \n",
       "2024-09-01 -0.004921  0.000288  0.004184 -0.000807  0.009225  0.003435   \n",
       "\n",
       "                黑色展期        正套        反套      平均组合      加权组合  \n",
       "2024-06-23  0.017620  0.001391 -0.001083  0.003872  0.001982  \n",
       "2024-06-30  0.001131 -0.002508  0.000177  0.002270  0.002450  \n",
       "2024-07-07 -0.004437  0.002856 -0.000096  0.001108  0.000728  \n",
       "2024-07-14  0.020088 -0.001572  0.000122  0.005920  0.002962  \n",
       "2024-07-21  0.013490  0.001129  0.001108  0.003850  0.002355  \n",
       "2024-07-28  0.022127 -0.001362  0.000314  0.004429  0.002233  \n",
       "2024-08-04  0.007770  0.000463  0.000727 -0.005584 -0.002083  \n",
       "2024-08-11  0.033316  0.000222 -0.000157  0.002579  0.000163  \n",
       "2024-08-18  0.046571 -0.000362 -0.000410  0.005511  0.001578  \n",
       "2024-08-25 -0.006481 -0.000134  0.001526  0.000079  0.001387  \n",
       "2024-09-01 -0.031405  0.008682 -0.003242 -0.001478 -0.000240  "
      ]
     },
     "execution_count": 64,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.resample('W').sum()[-11:]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "id": "23414862",
   "metadata": {},
   "outputs": [],
   "source": [
    "df.resample('W').sum()[-11:].to_csv(f'{folder}/近10周各策略周度收益.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "c69ac2c6",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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